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Neural Networks 2023: all accepted papers

643 papers · page 3 of 7 · the most cited first · ← Neural Networks 2023

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  1. ACVAE: A novel self-adversarial variational auto-encoder combined with contrast learning for time series anomaly detection ↗Xiaoxia Zhang, Shang Shi, HaiChao Sun et al.24 citations
  2. Adaptive neural network control for Markov jumping systems against deception attacks ↗Junhui Wu, Gang Qin, Jun Sheng Cheng et al.24 citations
  3. Bifurcations of a delayed fractional-order BAM neural network via new parameter perturbations ↗Chengdai Huang, Huanan Wang, Heng Liu et al.24 citations
  4. Fixed-time synchronization for quaternion-valued memristor-based neural networks with mixed delays ↗Yanlin Zhang, Liqiao Yang, Kit Ian Kou et al.24 citations
  5. MSCDA: Multi-level semantic-guided contrast improves unsupervised domain adaptation for breast MRI segmentation in small datasets ↗Sheng Kuang, Henry C. Woodruff, Renée W. Y. Granzier et al.24 citations
  6. Mittag-Leffler stability of fractional-order quaternion-valued memristive neural networks with generalized piecewise constant argument ↗Jingjing Wang, Song Zhu, Xiaoyang Liu et al.24 citations
  7. Preassigned-time projective synchronization of delayed fully quaternion-valued discontinuous neural networks with parameter uncertainties ↗Hao Pu, Fengjun Li, Qingyun Wang et al.24 citations
  8. SVD-AE: An asymmetric autoencoder with SVD regularization for multivariate time series anomaly detection ↗Yueyue Yao, Jianghong Ma, Shanshan Feng et al.24 citations
  9. Self-attention learning network for face super-resolution ↗Kangli Zeng, Zhongyuan Wang, Tao Lü et al.24 citations
  10. Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing ↗Alexander Wikner, Joseph Harvey, Michelle Girvan et al.24 citations
  11. Subspace distillation for continual learning ↗Kaushik Roy, Christian Simon, Peyman Moghadam et al.24 citations
  12. Basis operator network: A neural network-based model for learning nonlinear operators via neural basis ↗Ning Hua, Wenlian Lu23 citations
  13. Lifelong learning with Shared and Private Latent Representations learned through synaptic intelligence ↗Yang Yang, Huang J. Jie, Dexiu Hu23 citations
  14. Sparse solution of least-squares twin multi-class support vector machine using ℓ0 and ℓp -norm for classification and feature selection ↗Hossein Moosaei, Milan Hladík23 citations
  15. Two-timescale projection neural networks in collaborative neurodynamic approaches to global optimization and distributed optimization ↗Banghua Huang, Yang Liu, Yunliang Jiang et al.23 citations
  16. Unsupervised image enhancement under non-uniform illumination based on paired CNNs ↗Feng Lin, Huaqing Zhang, Jian Wang et al.23 citations
  17. A benchmarking protocol for SAR colorization: From regression to deep learning approaches ↗Kangqing Shen, Gemine Vivone, Xiaoyuan Yang et al.22 citations
  18. Adaptive event-triggered synchronization of neural networks under stochastic cyber-attacks with application to Chua’s circuit ↗Yao Xu, Chunyu Yang, Linna Zhou et al.22 citations
  19. Adaptive neural-network-based sliding mode control of switching distributed delay systems with Markov jump parameters ↗Baoping Jiang, Hamid Reza Karimi, Xin Zhang et al.22 citations
  20. Approximation bounds for convolutional neural networks in operator learning ↗Nicola Rares Franco, Stefania Fresca, Andrea Manzoni et al.22 citations
  21. Contrast sensitivity function in deep networks ↗Arash Akbarinia, Yaniv Morgenstern, Karl R. Gegenfurtner22 citations
  22. Low-rank discrete multi-view spectral clustering ↗Yu Yun, Jing Li, Quanxue Gao et al.22 citations
  23. Motion perception based on ON/OFF channels: A survey ↗Qinbing Fu22 citations
  24. Quasi-synchronization of drive–response systems with parameter mismatch via event-triggered impulsive control ↗Huannan Zheng, Nanxiang Yu, Wei Qiu Zhu22 citations
  25. Single image denoising with a feature-enhanced network ↗Ruibin Zhuge, Jinghua Wang, Zenglin Xu et al.22 citations
  26. Symmetric LINEX loss twin support vector machine for robust classification and its fast iterative algorithm ↗Qi Si, Zhixia Yang, Junyou Ye22 citations
  27. UTDNet: A unified triplet decoder network for multimodal salient object detection ↗Fushuo Huo, Ziming Liu, Jingcai Guo et al.22 citations
  28. A knowledge-based learning framework for self-supervised pre-training towards enhanced recognition of biomedical microscopy images ↗Wei Chen, Chen Li, Dan Chen et al.21 citations
  29. Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization ↗Jinwei Xing, Takashi Nagata, Xinyun Zou et al.21 citations
  30. An interpretive constrained linear model for ResNet and MgNet ↗Juncai He, Jinchao Xu, Lian Zhang et al.21 citations
  31. Asynchronous adaptive event-triggered fault detection for delayed Markov jump neural networks: A delay-variation-dependent approach ↗Wenjuan Lin, Qingzhi Wang, Guoqiang Tan21 citations
  32. BalanceHRNet: An effective network for bottom-up human pose estimation ↗Yaoping Li, Shuang-cheng Jia, Qian Li21 citations
  33. Beyond multilayer perceptrons: Investigating complex topologies in neural networks ↗Tommaso Boccato, Matteo Ferrante, Andrea Duggento et al.21 citations
  34. Beyond the individual: An improved telecom fraud detection approach based on latent synergy graph learning ↗Junhang Wu, Ruimin Hu, Dengshi Li et al.21 citations
  35. Bidirectional visual-tactile cross-modal generation using latent feature space flow model ↗Yu Fang, Xuehe Zhang, Wenqiang Xu et al.21 citations
  36. Black-box attacks on dynamic graphs via adversarial topology perturbations ↗Haicheng Tao, Jie Cao, Lei Chen et al.21 citations
  37. Class-imbalanced complementary-label learning via weighted loss ↗Meng Wei, Yong Zhou, Zhongnian Li et al.21 citations
  38. Cooperative modular reinforcement learning for large discrete action space problem ↗Fangzhu Ming, Feng Gao, Kun Liu et al.21 citations
  39. DropAGG: Robust Graph Neural Networks via Drop Aggregation ↗Bo Jiang, Yong Chen, Beibei Wang et al.21 citations
  40. Few-shot remote sensing image scene classification based on multiscale covariance metric network (MCMNet) ↗Xiliang Chen, Guobin Zhu, Mingqing Liu et al.21 citations
  41. Lifelong learning on evolving graphs under the constraints of imbalanced classes and new classes ↗Lukas Paul Achatius Galke, Iacopo Vagliano, Benedikt Franke et al.21 citations
  42. Novel results on asymptotic stability and synchronization of fractional-order memristive neural networks with time delays: The 0 < δ ≤ 1 case ↗Jia‐Rui Zhang, Jun-Guo Lu, Xiao‐Chuang Jin et al.21 citations
  43. Physics-guided neural network for predicting asphalt mixture rutting with balanced accuracy, stability and rationality ↗Yong Jun Deng, Haifeng Wang, Xianming Shi21 citations
  44. Self-supervised contrastive graph representation with node and graph augmentation ↗Haoran Duan, Cheng Xie, Bin Li et al.21 citations
  45. Stochastic momentum methods for non-convex learning without bounded assumptions ↗Yuqing Liang, Jinlan Liu, Dongpo Xu21 citations
  46. Tackling higher-order relations and heterogeneity: Dynamic heterogeneous hypergraph network for spatiotemporal activity prediction ↗Changyuan Tian, Zequn Zhang, Fanglong Yao et al.21 citations
  47. Trust-aware conditional adversarial domain adaptation with feature norm alignment ↗Jun Dan, Tao Jin, Hao Chi et al.21 citations
  48. Understanding neural network through neuron level visualization ↗Hui Dou, Furao Shen, Jian Ying Zhao et al.21 citations
  49. CSAST: Content self-supervised and style contrastive learning for arbitrary style transfer ↗Yuqi Zhang, Yingjie Tian, Junjie Hou20 citations
  50. Evolution-communication spiking neural P systems with energy request rules ↗Liping Wang, Xiyu Liu, Minghe Sun et al.20 citations
  51. Generalized zero-shot domain adaptation via coupled conditional variational autoencoders ↗Qian Wang, Toby P. Breckon20 citations
  52. Heterogeneous context interaction network for vehicle re-identification ↗Ke Sun, Xiyu Pang, Meifeng Zheng et al.20 citations
  53. Hierarchical Attention Master–Slave for heterogeneous multi-agent reinforcement learning ↗Jiao Wang, Mingrui Yuan, Yun Li et al.20 citations
  54. How to backdoor split learning ↗Fangchao Yu, Lina Wang, Bo Zeng et al.20 citations
  55. Incomplete multi-view clustering network via nonlinear manifold embedding and probability-induced loss ↗Cheng Huang, Jinrong Cui, Yulu Fu et al.20 citations
  56. Learning long-term motor timing/patterns on an orthogonal basis in random neural networks ↗Yuji Kawai, Jihoon Park, Ichiro Tsuda et al.20 citations
  57. Miper-MVS: Multi-scale iterative probability estimation with refinement for efficient multi-view stereo ↗Huizhou Zhou, Haoliang Zhao, Qi Wang et al.20 citations
  58. Multi-teacher knowledge distillation based on joint Guidance of Probe and Adaptive Corrector ↗Ronghua Shang, Wenzheng Li, Songling Zhu et al.20 citations
  59. Neural network model for imprecise regression with interval dependent variables ↗Krasymyr Tretiak, Georg Schollmeyer, Scott A. Ferson20 citations
  60. Predictive hierarchical reinforcement learning for path-efficient mapless navigation with moving target ↗Hanxiao Li, Biao Luo, Wei Song et al.20 citations
  61. Sampled-based adaptive event-triggered resilient control for multiagent systems with hybrid cyber-attacks ↗Lihua Tan, Xin Wang20 citations
  62. Spiking neural P systems with lateral inhibition ↗Yuping Liu, Yuzhen Zhao20 citations
  63. Stabilization of reaction–diffusion fractional-order memristive neural networks ↗Ruoxia Li, Jinde Cao, Ning Li20 citations
  64. Unsupervised anomaly detection by densely contrastive learning for time series data ↗Wei Zhu, Weijian Li, Earl Ray Dorsey et al.20 citations
  65. A collective neurodynamic penalty approach to nonconvex distributed constrained optimization ↗Wenwen Jia, Tingwen Huang, Sitian Qin19 citations
  66. Context and detail interaction network for stereo rain streak and raindrop removal ↗Jing Nie, Jin Xie, Jiale Cao et al.19 citations
  67. Disturbance rejection for multi-weighted complex dynamical networks with actuator saturation and deception attacks via hybrid-triggered mechanism ↗Ramalingam Sakthivel, Oh‐Min Kwon, M.J. Park et al.19 citations
  68. Dynamic learning from adaptive neural control for full-state constrained strict-feedback nonlinear systems ↗Qinchen Yang, Fukai Zhang, Qinghua Sun et al.19 citations
  69. Finite-time cluster synchronization for complex dynamical networks under FDI attack: A periodic control approach ↗Junyi Li, Yang-Cheng Huang, Hongxia Rao et al.19 citations
  70. Grasping detection of dual manipulators based on Markov decision process with neural network ↗Juntong Yun, Du Jiang, Li Huang et al.19 citations
  71. HMM-GDAN: Hybrid multi-view and multi-scale graph duplex-attention networks for drug response prediction in cancer ↗Youfa Liu, Shufan Tong, Yongyong Chen19 citations
  72. Input-to-state stability of positive delayed neural networks via impulsive control ↗Wu‐Hua Chen, Xiujuan Li, Shuning Niu et al.19 citations
  73. Non-fragile output-feedback control for time-delay neural networks with persistent dwell time switching: A system mode and time scheduler dual-dependent design ↗Jianping Zhou, Xiaofeng Ma, Zhilian Yan et al.19 citations
  74. Safe screening rules for multi-view support vector machines ↗Huiru Wang, Jiayi Zhu, Siyuan Zhang19 citations
  75. Self-supervision assisted multimodal remote sensing image classification with coupled self-looping convolution networks ↗Shivam Pande, Biplab Banerjee19 citations
  76. Simultaneous approximation of a smooth function and its derivatives by deep neural networks with piecewise-polynomial activations ↗Denis Vital'evich Belomestny, Alexey Naumov, Nikita Puchkin et al.19 citations
  77. Tree-structured neural networks: Spatiotemporal dynamics and optimal control ↗Jiajin He, Min Xiao, Jing Zhao et al.19 citations
  78. A dual-branch model with inter- and intra-branch contrastive loss for long-tailed recognition ↗Qiong Chen, T.S. Huang, Geren Zhu et al.18 citations
  79. A framework for controllable Pareto front learning with completed scalarization functions and its applications ↗Tran Anh Tuan, Long P. Hoang, Dung D. Le et al.18 citations
  80. A learnable sampling method for scalable graph neural networks ↗Weichen Zhao, Tiande Guo, Xiaoxi Yu et al.18 citations
  81. A novel framework of prescribed time/fixed time/finite time stochastic synchronization control of neural networks and its application in image encryption ↗Xin Wang, Jinde Cao, Xianghui Zhou et al.18 citations
  82. Adaptive prescribed settling time periodic event-triggered control for uncertain robotic manipulators with state constraints ↗Zicong Chen, Hui Zhang, Jianqi Liu et al.18 citations
  83. An effective low-rank compression with a joint rank selection followed by a compression-friendly training ↗Moonjung Eo, Suhyun Kang, Wonjong Rhee18 citations
  84. An insect-inspired model facilitating autonomous navigation by incorporating goal approaching and collision avoidance ↗Xuelong Sun, Qinbing Fu, Jigen Peng et al.18 citations
  85. Asymmetric double networks mutual teaching for unsupervised person Re-identification ↗Miaohui Zhang, Kaifang Li, Jianxin Ma et al.18 citations
  86. Boosting semi-supervised learning with Contrastive Complementary Labeling ↗Qinyi Deng, Yong Fang Guo, Zhibang Yang et al.18 citations
  87. Capsule neural tensor networks with multi-aspect information for Few-shot Knowledge Graph Completion ↗Qianyu Li, Jiale Yao, Xiaoli Tang et al.18 citations
  88. Causal multi-label learning for image classification ↗Yingjie Tian, Kunlong Bai, Xiaotong Yu et al.18 citations
  89. Co-attention enabled content-based image retrieval ↗Zechao Hu, Adrian G. Borş18 citations
  90. Comprehensive mining of information in Weakly Supervised Semantic Segmentation: Saliency semantics and edge semantics ↗Shaohui Wang, Youjia Shao, Na Tian et al.18 citations
  91. Contrastive encoder pre-training-based clustered federated learning for heterogeneous data ↗Ye Lin Tun, Minh N. H. Nguyen, Chu Myaet Thwal et al.18 citations
  92. Differentiating brain states via multi-clip random fragment strategy-based interactive bidirectional recurrent neural network ↗Shu Zhang, Enze Shi, Lin Wu et al.18 citations
  93. Generalized heterophily graph data augmentation for node classification ↗Bisheng Tang, Xiaojun Chen, Shaopu Wang et al.18 citations
  94. Investigating navigation strategies in the Morris Water Maze through deep reinforcement learning ↗Andrew Liu, Alla Borisyuk18 citations
  95. LDCNet: Lightweight dynamic convolution network for laparoscopic procedures image segmentation ↗Yiyang Yin, Shuangling Luo, Jun Zhou et al.18 citations
  96. M-DDC: MRI based demyelinative diseases classification with U-Net segmentation and convolutional network ↗Deyang Zhou, Lu Xu, Tianlei Wang et al.18 citations
  97. Optimal H∞ tracking control of nonlinear systems with zero-equilibrium-free via novel adaptive critic designs ↗Zhinan Peng, Hanqi Ji, Chaobin Zou et al.18 citations
  98. Remix: Towards the transferability of adversarial examples ↗Hongzhi Zhao, Lingguang Hao, Kuangrong Hao et al.18 citations
  99. Semi-supervised deep embedded clustering with pairwise constraints and subset allocation ↗Yalin Wang, 邹江峰, Kai Wang et al.18 citations
  100. Solving classification tasks by a receptron based on nonlinear optical speckle fields ↗B. Paroli, G. Martini, M. A. C. Potenza et al.18 citations

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